CN108053530A - A kind of intelligent access control system of the Yun Jiaduan based on face recognition - Google Patents
A kind of intelligent access control system of the Yun Jiaduan based on face recognition Download PDFInfo
- Publication number
- CN108053530A CN108053530A CN201711359191.0A CN201711359191A CN108053530A CN 108053530 A CN108053530 A CN 108053530A CN 201711359191 A CN201711359191 A CN 201711359191A CN 108053530 A CN108053530 A CN 108053530A
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- Prior art keywords
- face
- recognition
- terminal
- access control
- management
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Classifications
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C9/00—Individual registration on entry or exit
- G07C9/30—Individual registration on entry or exit not involving the use of a pass
- G07C9/32—Individual registration on entry or exit not involving the use of a pass in combination with an identity check
- G07C9/37—Individual registration on entry or exit not involving the use of a pass in combination with an identity check using biometric data, e.g. fingerprints, iris scans or voice recognition
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C9/00—Individual registration on entry or exit
- G07C9/30—Individual registration on entry or exit not involving the use of a pass
- G07C9/38—Individual registration on entry or exit not involving the use of a pass with central registration
Abstract
The invention belongs to intelligent building access control system fields, more particularly to a kind of intelligent access control system of the Yun Jiaduan based on face recognition, including Cloud Server, management system, recognition of face terminal, door control terminal, the door control terminal is connected with recognition of face terminal data, and the Cloud Server and management system are communicated to connect with recognition of face terminal network；The access control system of the present invention is using more convenient, the more stable permission control effect for reaching gate inhibition, and the experience that user enters is more preferable, without contact.Personnel's typing is more convenient, can be realized by page end, and mobile phone or webpage can be used to carry out typing application, improve efficiency of inputting, without being lined up typing information.It can more stablize at terminal offline cache model, system, can still work normally offline, not influence to use.Information computerization management is realized, can contribute to the later stage is inquired about, and waits secondary operations.
Description
Technical field
The invention belongs to intelligent building access control system fields, and in particular to a kind of intelligence of the Yun Jiaduan based on face recognition
Access control system.
Background technology
In intelligent building field, access control system plays key player.Traditional gate inhibition is, it is necessary to which user's carrying keys are gone forward side by side
Row unlocking operation., it is necessary to be added by door when the permission for being designed into multiple gate inhibitions controls when, during even more than key, addition is used
The efficiency at family is just than relatively low.
Existing solution, a kind of is the mode of checking card based on fingerprint.Using fingerprint, reliability is high, for equipment
Performance requirement is than relatively low, still, unhygienic, it is necessary to which user's contact operates.Moreover, when carrying out data inputting, efficiency is non-
Normal is low, it is necessary to carry out typing one by one.Another kind is the mode based on face recognition.Face identification system, including structure
A series of correlation techniques of face identification system, including human image collecting, Face detection, face characteristic extraction, face characteristic value pair
Than, In vivo detection, identity validation, identity finder etc..Based on the face of deep learning model, face key feature can be compared,
Reduce illumination, the feature of makeup reaches higher and recognizes accuracy of identification.System sub-headend and rear end.Front-end collection photo, rear end into
Row processing.When network goes wrong or is unstable, system can not work normally.
Number of patent application is 201220212888.1, and patent name is " the intelligent caller management based on Android operating platform
System " discloses a kind of guest system, containing face recognition function, but is to be identified on the server, steady for network
It is qualitative to have higher requirements, and substantially, it is desired nonetheless to hair fastener passes through.Its system is insufficient there are stability, product poor robustness,
The shortcomings that interactive experience is poor.
In addition, the access control system of existing fingerprint recognition or face recognition there is problems：Enter when there are a large amount of personnel
Storehouse is, it is necessary to be lined up Input successively；The problem of being difficult to be managed visitor with registration.
The content of the invention
For problems of the prior art, the object of the present invention is to provide a kind of Yun Jiaduan's based on face recognition
Intelligent access control system.
To achieve these goals, the present invention adopts the following technical scheme that：
A kind of intelligent access control system of the Yun Jiaduan based on face recognition, including Cloud Server, management system, recognition of face
Terminal, door control terminal, the door control terminal are connected with recognition of face terminal data, the Cloud Server and management system and face
Identification terminal network communication connects；The door control terminal include gate inhibition and access control controller, the recognition of face terminal with
Access control controller connects, and the management system includes WEB management ends and mobile management end.
The further optimization of the technical program, the recognition of face terminal for extracting face characteristic, visit by identification and verification
Visitor.
The further optimization of the technical program, the hardware of the recognition of face terminal be based on X86 or ARM platforms, it is described
Recognition of face terminal is equipped with RGB cameras, sensor, recognition of face deep learning algorithm and personal information database.
The further optimization of the technical program, the visitor of the recognition of face terminal verify that flow is to detect people by camera
Face obtains human face data, information matches is carried out from the authorization database of current access point, if having authorized, are opened the door, if not awarding
Power, then prompt, " denied access accesses after please registering ", and interface returns initialization, while will access record and preserve and be uploaded to pipe
Reason system.
The further optimization of the technical program, the management system are used for for Admin Administration's system business, and administrator steps on
Lu Guanli systems can carry out personal management, access record management, stranger's Access Management Access, system administration, account management operation.
The further optimization of the technical program, the WEB management ends and mobile management end are available for administrator and are put in storage
Examination ＆ approval, personnel increase, screening, change, the operation of deletion.
The further optimization of the technical program, the gate inhibition are equipped with exclusive Quick Response Code, and visitor can be swept by mobile equipment
It retouches exclusive Quick Response Code and carries out typing application.
The further optimization of the technical program, the recognition of face terminal are equipped with offline cache model, typing personal information
And gate inhibition's discrepancy information concentration is buffered in recognition of face terminal, is periodically back to Cloud Server.
The beneficial effects of the present invention are：
(1) cloud based on face of the invention adds end intelligent access control system, and using more convenient, more stable reaches gate inhibition's
Permission control effect, the experience that user enters is more preferable, without contact.
(2) intelligent access control system personnel's typing of the invention is more convenient, can be realized by page end, can use hand
Machine or webpage carry out typing application, improve efficiency of inputting, without being lined up typing information.
(3) intelligent access control system of the invention can more be stablized, still may be used offline in terminal offline cache model, system
With normal work, do not influence to use.
(4) intelligent access control system of the invention realizes information computerization management, can contribute to the later stage and is inquired about, etc.
Secondary operation.
Description of the drawings
Fig. 1 is access control system schematic diagram of the present invention；
Fig. 2 is the connection of hardware system of the present invention and service Booting sequence schematic diagram；
Fig. 3 is visitor's face verification flow diagram of the present invention；
Fig. 4 is the flow diagram of typing personal information of the present invention；
Fig. 5 is that administrator of the present invention audits link schematic diagram；
Fig. 6 is present invention management system flow schematic diagram；
Specific embodiment
Below in conjunction with the attached drawing in the embodiment of the present invention, the technical solution in the embodiment of the present invention is carried out clear, complete
Site preparation describes, it is clear that described embodiment is only part of the embodiment of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, those of ordinary skill in the art are obtained every other without making creative work
Embodiment belongs to the scope of protection of the invention.
As shown in Figure 1, a kind of intelligent access control system of the Yun Jiaduan based on face recognition, including Cloud Server, management system
System, recognition of face terminal, door control terminal, the door control terminal are connected with recognition of face terminal data, the Cloud Server and pipe
Reason system is communicated to connect with recognition of face terminal network；The door control terminal includes gate inhibition and access control controller, the people
Face identification terminal is connected with access control controller, and the management system includes WEB management ends and mobile management end.
As shown in Fig. 2, recognition of face terminal is connected with server network communication, terminal to server starts specific format to believe
Breath, server are received and responded, and recognition of face terminal is connected to prompting user and has connected, and super keepe can log in management at this time
System is added equipment, addition administrator, personnel's typing etc. and logs in setting, completes system installation and initialization.
Recognition of face terminal identifies and verifies visitor for extracting face characteristic.The hardware of recognition of face terminal be based on
X86 or ARM platforms, the recognition of face terminal are equipped with RGB cameras, sensor, recognition of face deep learning algorithm and personnel
Information database.Recognition of face terminal is after terminal RGB cameras and other sensors carry out information gathering, directly by terminal
X86 or ARM platforms arithmetic element handles in real time in local host, extracts information characteristics, without transmitting raw information to high in the clouds, has
Beneficial to the personal secrets of protection user, internet disconnection remains to, by the access personnel characteristics' data set being locally preloaded into, realize
Real-time characteristic extraction compares, and the verification to specific people is realized under off-line state, is let pass.
The recognition of face terminal of the present invention is different from the tional identification system architecture that multiple terminals corresponds to same computing platform, this
Invention independently disposes recognition of face deep learning algorithm and personal information database in each terminal, and each terminal possesses
Identification and checking feature, therefore in the case of without networking, terminal also can normally identify visitor and carry out database comparison,
Realize the clearance of access personnel.
The visitor of recognition of face terminal as shown in Figure 3 verifies that flow is to detect face by camera, carries out live body verification, such as
Fruit is live body, obtains human face data, by the model of deep learning, extracts face characteristic, is working as front door using nearest neighbor algorithm
Prohibit in the authorization database of point and carry out information matches, if having authorized, open the door.If unauthorized is prompted, " denied access please step on
Accessed after note ", interface returns initialization, while will access record and preserve and be uploaded to management system.The experience that user enters is more
It is good, without physical contacts such as fingerprints.
The gate inhibition is equipped with exclusive Quick Response Code, and visitor can carry out typing Shen by the mobile exclusive Quick Response Code of device scan
Please.As shown in figure 4, the flow of typing personal information of the present invention, using user's upload pictures to management system, administrator is examined
The page end typing mode criticized improves efficiency of inputting.When first time typing facial information, user is accessed using mobile phone scanning
Locate the exclusive Quick Response Code corresponding to door control terminal, open webpage, link to user's head portrait acquisition interface, shone in webpage by uploading
The modes typing user such as piece and instantaneous recording head portrait submits examination ＆ verification.The head image information that personal mobile phone is gathered is entered by internet
Subscriber Management System rear end, rear end administrator carry out storage examination ＆ approval and head portrait, personal information management by operation interface.It records for the first time
Enter, it is necessary to which user fills in phone number, in order to receive the feedback for succeeding in registration or failing.It is user class to need selection simultaneously
Type is employee or visitor, and employee needs to fill in essential information, and visitor needs to fill in purpose of the visit, with estimated time of departure.Webpage
It holds typing more convenient, mobile phone or webpage can be used to carry out typing application, improve efficiency of inputting, without being lined up typing letter
Breath.
After submission, examination ＆ verification link as shown in figure 5, audited from the background by administrator.Administrator opens administration page, into
Then row register, carries out storage examination ＆ approval, approval results will carry out short massage notice by sms center.Administrator can also be into
Administrative staff manages operation, for the personal information authorized, is increased, and screens, change, the operation of deletion.The WEB management
End and mobile management end are available for administrator and carry out storage examination ＆ approval, personnel's increase, screening, change, the operation of deletion.
As shown in fig. 6, management system is used for for Admin Administration's system business, administrator's login management system can be into pedestrian
Member's management accesses the operations such as record management, stranger's Access Management Access, system administration, account management.Access control system main flow is
Administrator's typing personal information, typing personnel are by recognition of face terminal by gate inhibition, and administrator is by managing system administration
Access control system business.Information computerization management is realized, can contribute to the later stage carries out the secondary operation such as inquiring about.
Recognition of face terminal is equipped with offline cache model, and typing personal information and gate inhibition's discrepancy information concentration are buffered in face
Identification terminal is periodically back to Cloud Server.
The present invention uses the way to manage at cloud+end, and server is attached with terminal device, the personnel of real-time servicing terminal
Authority information.The information that gate inhibition each time comes in and goes out concentrates caching in the terminal, periodically returns central server.In recognition of face
Terminal offline cache model, system are more stablized, can still work normally offline, not influence to use.
The foregoing is only a preferred embodiment of the present invention, is not intended to limit the invention, although with reference to foregoing reality
Example is applied the present invention is described in detail, it for those skilled in the art, still can be to foregoing each implementation
Technical solution recorded in example modifies or equivalent substitution is carried out to which part technical characteristic, all in essence of the invention
With within principle, any modifications, equivalent replacements and improvements are made should all be included in the protection scope of the present invention god.
Claims (8)
1. a kind of intelligent access control system of the Yun Jiaduan based on face recognition, which is characterized in that including Cloud Server, management system
System, recognition of face terminal, door control terminal, the door control terminal are connected with recognition of face terminal data, the Cloud Server and pipe
Reason system is communicated to connect with recognition of face terminal network；The door control terminal includes gate inhibition and access control controller, the people
Face identification terminal is connected with access control controller, and the management system includes WEB management ends and mobile management end.
A kind of 2. intelligent access control system of Yun Jiaduan based on face recognition according to claim 1, which is characterized in that institute
Recognition of face terminal is stated for extracting face characteristic, identification and verification visitor.
A kind of 3. intelligent access control system of Yun Jiaduan based on face recognition according to claim 2, which is characterized in that institute
The hardware for stating recognition of face terminal be based on X86 or ARM platforms, the recognition of face terminal be equipped with RGB cameras, sensor,
Recognition of face deep learning algorithm and personal information database.
It is 4. special according to a kind of intelligent access control system of the Yun Jiaduan based on face recognition of claims 1 to 3 any one of them
Sign is, the visitor of the recognition of face terminal verifies that flow is to detect face by camera, obtains human face data, from working as front door
Prohibit in the authorization database of point and carry out information matches, if having authorized, open the door, if unauthorized, prompt, " denied access please step on
Accessed after note ", interface returns initialization, while will access record and preserve and be uploaded to management system.
A kind of 5. intelligent access control system of Yun Jiaduan based on face recognition according to claim 1, which is characterized in that institute
Management system is stated for for Admin Administration's system business, administrator's login management system can carry out personal management, access and record
Management, stranger's Access Management Access, system administration, account management operation.
A kind of 6. intelligent access control system of Yun Jiaduan based on face recognition according to claim 1, which is characterized in that institute
It states WEB management ends and mobile management end is available for administrator and carries out storage examination ＆ approval, personnel's increase, screening, change, the behaviour of deletion
Make.
A kind of 7. intelligent access control system of Yun Jiaduan based on face recognition according to claim 1, which is characterized in that institute
Gate inhibition is stated equipped with exclusive Quick Response Code, visitor can carry out typing application by the mobile exclusive Quick Response Code of device scan.
It is 8. special according to a kind of intelligent access control system of the Yun Jiaduan based on face recognition of claims 1 to 3 any one of them
Sign is that the recognition of face terminal is equipped with offline cache model, and typing personal information and gate inhibition's discrepancy information concentration are buffered in
Recognition of face terminal, is periodically back to Cloud Server.
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| CN201711359191.0A CN108053530A (en) | 2017-12-17 | 2017-12-17 | A kind of intelligent access control system of the Yun Jiaduan based on face recognition |
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| CN201711359191.0A CN108053530A (en) | 2017-12-17 | 2017-12-17 | A kind of intelligent access control system of the Yun Jiaduan based on face recognition |
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| CN201711359191.0A Pending CN108053530A (en) | 2017-12-17 | 2017-12-17 | A kind of intelligent access control system of the Yun Jiaduan based on face recognition |
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|---|---|---|---|---|
| CN109377607A (en) * | 2018-10-18 | 2019-02-22 | 安徽灵图壹智能科技有限公司 | A kind of block chain recognition of face access control system and Dvelopment of management system for medical equipment use |
| CN109377580A (en) * | 2018-10-11 | 2019-02-22 | 上海思依暄机器人科技股份有限公司 | A kind of attendance checking system |
| CN109697777A (en) * | 2018-12-24 | 2019-04-30 | 绿瘦健康产业集团有限公司 | Intelligent management, device, equipment and the storage medium of unmanned gymnasium |
| CN109885993A (en) * | 2019-01-08 | 2019-06-14 | 深圳禾思众成科技有限公司 | A kind of identity authorization system, equipment and computer readable storage medium |
| CN109885994A (en) * | 2019-01-08 | 2019-06-14 | 深圳禾思众成科技有限公司 | A kind of offline identity authorization system, equipment and computer readable storage medium |
| CN109903433A (en) * | 2019-01-31 | 2019-06-18 | 武汉天喻聚联网络有限公司 | A kind of access control system and access control method based on recognition of face |
| CN110458154A (en) * | 2019-09-12 | 2019-11-15 | 腾讯科技（深圳）有限公司 | Face identification method, device and computer readable storage medium |
| CN110827458A (en) * | 2019-12-20 | 2020-02-21 | 江苏瑞孚特物联网科技有限公司 | Hospital visiting management system and method based on face recognition |
| CN111179481A (en) * | 2018-10-23 | 2020-05-19 | 上海博泰悦臻电子设备制造有限公司 | Intelligent home platform, intelligent home key control method and system |
| CN111340398A (en) * | 2020-03-24 | 2020-06-26 | 张为海 | Intelligent unmanned security service platform system |
| CN112258666A (en) * | 2020-10-10 | 2021-01-22 | 成都一课量子科技有限公司 | Intelligent management system for non-motor vehicle garage |
| CN112258665A (en) * | 2020-10-10 | 2021-01-22 | 成都一课量子科技有限公司 | Business mode of intelligent entrance guard charging SaaS system of non-motor garage |
| CN112347981A (en) * | 2020-11-26 | 2021-02-09 | 国网山东省电力公司建设公司 | Signature identification method and system |
| CN112435388A (en) * | 2020-10-26 | 2021-03-02 | 北京北排水环境发展有限公司 | Access control system for underground regeneration water plant |
| CN112906571A (en) * | 2021-02-20 | 2021-06-04 | 成都新希望金融信息有限公司 | Living body identification method and device and electronic equipment |
| CN113297901A (en) * | 2021-04-12 | 2021-08-24 | 浙江黄氏建设工程有限公司 | Intelligent residential district access control system based on image recognition |
| CN113297554A (en) * | 2021-05-21 | 2021-08-24 | 陕西合友网络科技有限公司 | User authority management system based on intelligent terminal and management method thereof |
| CN113315804A (en) * | 2021-04-06 | 2021-08-27 | 于新宇 | Novel method for directly connecting face recognition and service management and control center, LED and LCD |
| CN113518065A (en) * | 2021-03-25 | 2021-10-19 | 广州云硕科技发展有限公司 | Input system for intelligent robot |
| CN115063918A (en) * | 2022-04-26 | 2022-09-16 | 厦门立林科技有限公司 | Face recognition method, entrance guard, intelligent lock, server and system |
| CN115471943A (en) * | 2021-06-11 | 2022-12-13 | 江苏华电能创科技有限公司 | Access control system integrating multiple access means |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN109377580A (en) * | 2018-10-11 | 2019-02-22 | 上海思依暄机器人科技股份有限公司 | A kind of attendance checking system |
| CN109377607A (en) * | 2018-10-18 | 2019-02-22 | 安徽灵图壹智能科技有限公司 | A kind of block chain recognition of face access control system and Dvelopment of management system for medical equipment use |
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| CN109697777A (en) * | 2018-12-24 | 2019-04-30 | 绿瘦健康产业集团有限公司 | Intelligent management, device, equipment and the storage medium of unmanned gymnasium |
| CN109885994A (en) * | 2019-01-08 | 2019-06-14 | 深圳禾思众成科技有限公司 | A kind of offline identity authorization system, equipment and computer readable storage medium |
| CN109885993A (en) * | 2019-01-08 | 2019-06-14 | 深圳禾思众成科技有限公司 | A kind of identity authorization system, equipment and computer readable storage medium |
| CN109885994B (en) * | 2019-01-08 | 2021-06-25 | 深圳禾思众成科技有限公司 | Offline identity authentication system, device and computer readable storage medium |
| CN109903433A (en) * | 2019-01-31 | 2019-06-18 | 武汉天喻聚联网络有限公司 | A kind of access control system and access control method based on recognition of face |
| CN109903433B (en) * | 2019-01-31 | 2022-02-11 | 武汉天喻聚联网络有限公司 | Access control system and access control method based on face recognition |
| CN110458154A (en) * | 2019-09-12 | 2019-11-15 | 腾讯科技（深圳）有限公司 | Face identification method, device and computer readable storage medium |
| CN110458154B (en) * | 2019-09-12 | 2021-08-31 | 腾讯科技（深圳）有限公司 | Face recognition method, face recognition device and computer-readable storage medium |
| CN110827458A (en) * | 2019-12-20 | 2020-02-21 | 江苏瑞孚特物联网科技有限公司 | Hospital visiting management system and method based on face recognition |
| CN111340398A (en) * | 2020-03-24 | 2020-06-26 | 张为海 | Intelligent unmanned security service platform system |
| CN112258666A (en) * | 2020-10-10 | 2021-01-22 | 成都一课量子科技有限公司 | Intelligent management system for non-motor vehicle garage |
| CN112258665A (en) * | 2020-10-10 | 2021-01-22 | 成都一课量子科技有限公司 | Business mode of intelligent entrance guard charging SaaS system of non-motor garage |
| CN112435388A (en) * | 2020-10-26 | 2021-03-02 | 北京北排水环境发展有限公司 | Access control system for underground regeneration water plant |
| CN112347981A (en) * | 2020-11-26 | 2021-02-09 | 国网山东省电力公司建设公司 | Signature identification method and system |
| CN112906571A (en) * | 2021-02-20 | 2021-06-04 | 成都新希望金融信息有限公司 | Living body identification method and device and electronic equipment |
| CN112906571B (en) * | 2021-02-20 | 2023-09-05 | 成都新希望金融信息有限公司 | Living body identification method and device and electronic equipment |
| CN113518065A (en) * | 2021-03-25 | 2021-10-19 | 广州云硕科技发展有限公司 | Input system for intelligent robot |
| CN113315804A (en) * | 2021-04-06 | 2021-08-27 | 于新宇 | Novel method for directly connecting face recognition and service management and control center, LED and LCD |
| CN113297901A (en) * | 2021-04-12 | 2021-08-24 | 浙江黄氏建设工程有限公司 | Intelligent residential district access control system based on image recognition |
| CN113297554A (en) * | 2021-05-21 | 2021-08-24 | 陕西合友网络科技有限公司 | User authority management system based on intelligent terminal and management method thereof |
| CN115471943A (en) * | 2021-06-11 | 2022-12-13 | 江苏华电能创科技有限公司 | Access control system integrating multiple access means |
| CN115063918A (en) * | 2022-04-26 | 2022-09-16 | 厦门立林科技有限公司 | Face recognition method, entrance guard, intelligent lock, server and system |
| CN115063918B (en) * | 2022-04-26 | 2024-01-09 | 厦门立林科技有限公司 | Face recognition method, entrance guard, intelligent lock, server and system |
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Application publication date: 20180518 |